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Will domain‑specific fine‑tuned small models compete with large general‑purp...
Research Idea
Large foundation models dominate many discussions, yet domain‑specific smaller fine‑tuned models have advantages on specialised tasks. What roles will small domain‑adapted models occupy in future academic research workflows?
Gregory Adams, George Perez and 38 others4 Comments-
Small domain‑specific models cost far less compute to run and reproduce.
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They may reach competitive performance on narrow well‑defined domain tasks.
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Large foundation models will still serve as general‑purpose tool for broad exploratory work.
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Hybrid combinations of both approaches will become more common in research papers.
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